Data & Integration Engineer
OpenHouse.ai is the leading AI research and deployment company transforming the new home construction industry. The Data & Integration Engineer will be responsible for developing data pipelines, improving integration capabilities, and optimizing machine learning models to enhance data management and decision-making for home builders. Responsibilities Investigate available data and data sources, design integrations and code the data pipeline for new clients into existing productionized systems Improve and expand integration capabilities with existing new home building technologies (ERPs, CRMs, data warehouses etc) Architect generic solutions to make integrations faster, more scalable and less error prone Migrate and run existing clients through new capabilities, tuning machine learning parameters and models along the way Optimize and tune existing machine learning models when new data is available Discover and correct data anomalies, working with our engagement team and solution engineer to ensure the insights we present are based on the ground truth Skills A highly skilled software engineer with a passion for data structures, real-life applications of technology and a love of fast iterative problem solving Proficient in Python, experience with pytorch and/or tensorflow is an asset Experience with, or ability to understand, data warehouses, data lakes and legacy ERP databases Strong fundamental understanding of SQL and SQL analytic functions Have a basic understanding of statistical distributions, analyze histograms, and generally intuitively understand data sets when exploring potential features Solid foundation in collaborative coding and use of tools like Git Experience using Jupiter notebooks or similar research-phase tools to quickly explore data/models is an asset A desire to learn or experience with machine learning pipelines A desire to learn or experience with how to engineering, train and tune quantitative AI models No minimum work experience is required Benefits Flexible Working Hours outside of Core Hours Hybrid Work with Fully Remote potentially available depending on the current location Vacation & Paid Time Off Dental and Medical Benefits Company Overview OpenHouse.ai is a technological leader in the homebuilding industry that provides data-driven solutions to empower decision making. It was founded in 2018, and is headquartered in Calgary, Alberta, CAN, with a workforce of 11-50 employees. Its website is